-
How to Formulate a Research Problem
Notes on formulating research problems.
-
100 Lessons from 1 Year of AI Research
Lessons from my Undergraduate Research Opportunities Programme at NUS.
-
Getting Started with Reinforcement Learning
A curation of resources for reinforcement learning.
-
SwAV: Paper Summary
A paper summary of Unsupervised Learning of Visual Features by Contrasting Cluster Assignments by Mathilde et. al 2020.
-
Cross Entropy Method for Planning in Reinforcement Learning
A note on the Cross Entropy Method (CEM) commonly used for planning in reinforcement learning.
-
Why You Should Conduct a Technical Workshop
Reflections on leading the Workshops Team at NUS Statistics Society in AY2020/21.
-
Evolutionary Computation: Genetic Algorithm, Neuroevolution and Novelty Search
A blog post on evolutionary computation, a family of optimization algorithms inspired by biological evolution.